5457
1
Jan van Rijn
2245
Supervised Data Stream Classification
81
moa.kNN(1)
22
lazy.kNN
k
10
81
n
LinearNN
81
w
1000
81
181
yeast
https://www.openml.org/data/download/3616/dataset_185_yeast.arff
-1
11206
description
https://api.openml.org/data/download/11206/moa_task_2245334889490331220216.xml
-1
11207
predictions
https://api.openml.org/data/download/11207/openml_task_2245_predictions183151334197840501.arff
area_under_roc_curve
0.796056 [0.744549,0.757015,0.851486,0.941778,0.813767,0.953804,0.841684,0.598957,0.76057,0.896011]
average_cost
0
confusion_matrix
[[307,102,48,3,1,0,1,0,0,1],[187,193,35,12,1,0,1,0,0,0],[51,16,168,4,2,0,1,0,2,0],[29,16,11,106,1,0,0,0,0,0],[11,3,15,5,7,6,4,0,0,0],[1,0,11,0,2,24,6,0,0,0],[7,0,5,0,1,2,20,0,0,0],[14,2,3,6,1,0,4,0,0,0],[7,1,4,0,0,2,0,0,6,0],[0,0,0,0,1,0,2,0,0,2]]
f_measure
0.54927 [0.570102,0.506562,0.617647,0.70903,0.205882,0.615385,0.540541,0,0.428571,0.5]
kappa
0.423525
kb_relative_information_score
836.188953
mean_absolute_error
0.109046
mean_prior_absolute_error
0.18
number_of_instances
1484 [463,429,244,163,51,44,35,30,20,5]
precision
0.560758 [0.5,0.57958,0.56,0.779412,0.411765,0.705882,0.512821,0,0.75,0.666667]
predictive_accuracy
0.561321
prior_entropy
3.321928
ram_hours
0.000000005831255481986122
recall
0.561321 [0.663067,0.449883,0.688525,0.650307,0.137255,0.545455,0.571429,0,0.3,0.4]
relative_absolute_error
0.605812
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.243085
root_relative_squared_error
0.810283
run_cpu_time
0.181407927
total_cost
0